Mobile GUI Agents

GUI: Graphical User Interface

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7 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. MIRAGE: Context-Aware Prompt Injection against Mobile GUI Agents via User-Generated Content

    May 27, 2026Ruoqi Guo, Yi Liu, Gelei Deng +7Mobile GUI AutomationGUI Agents

    1Griffith University · 2Quantstamp · 3Nanyang Technological University +4

  2. AndroidDaily: A Verifiable Benchmark for Mobile GUI Agents on Real-World Closed-Source Applications

    May 26, 2026Yifan Sui, Xin Huang, Hongbing Li +14Mobile GUI AutomationComputer-Use Agent Benchmarks

    1Beijing University of Posts and Telecommunications · 2StepFun · 3Waseda University

  3. Darwin Mobile Agent: A Roadmap for Self-Evolution

    May 26, 2026Daniel Beechey, Derek Yuen, Jianheng Liu +5Reinforcement LearningRL for GUI Agents

    1Huawei Noah’s Ark Lab · University College London

  4. MobileExplorer: Accelerating On-Device Inference for Mobile GUI Agents via Online Exploration

    May 26, 2026Runxi Huang, Liyu Zhang, Shengzhong Liu +1Mobile GUI AutomationEfficient VLM Inference

    Hong Kong University of Science and Technology · Shanghai Jiao Tong University

  5. MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research

    May 25, 2026Dingbang Wu, Rui Hao, Haiyang Wang +8Mobile GUI AutomationGUI Agents

    Institute of Automation, Chinese Academy of Sciences · Peking University · The Chinese University of Hong Kong

  6. ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis

    May 24, 2026Guohong Liu, Jialei Ye, Pengzhi Gao +4Mobile GUI AutomationGUI Agents

    Institute for AI Industry Research (AIR), Tsinghua University · University of Electronic Science and Technology of China · MiLM Plus, Xiaomi Inc.

  7. SE-GA: Memory-Augmented Self-Evolution for GUI Agents

    May 16, 2026Shilong Jin, Lanjun Wang, Zhuosheng ZhangGUI AgentsMobile GUI Agents

    College of Intelligence and Computing, Tianjin University, Tianjin, China · School of New Media and Communication, Tianjin University, Tianjin, China · School of Computer Science, Shanghai Jiao Tong University, Shanghai, China

  8. Executable Agentic Memory for GUI Agent

    May 12, 2026Zerui Qin, Sheng Yue, Xingyuan Hua +2GUI AgentsLLM Agent Memory

    1Tsinghua University, China · 2Sun Yat-sen University, China

  9. How Mobile World Model Guides GUI Agents?

    May 11, 2026Weikai Xu, Kun Huang, Yunren Feng +10World Model LearningGUI Agents

    1Nanyang Technological University · 2MiLM Plus, Xiaomi Inc. · 3Independent Researchers +3

  10. Safe, or Simply Incapable? Rethinking Safety Evaluation for Phone-Use Agents

    May 8, 2026Zhengyang Tang, Yi Zhang, Chenxin Li +18Computer-Use AgentsAgent Evaluation

    1Tencent Hunyuan · 2The Chinese University of Hong Kong, Shenzhen · 3Tsinghua University

  11. X-OmniClaw Technical Report: A Unified Mobile Agent for Multimodal Understanding and Interaction

    May 7, 2026Xiaoming Ren, Ru Zhen, Chao Li +11Multimodal GroundingGUI Agents

    Multi-X Team, OPPO AI Center

  12. AgentLens: Adaptive Visual Modalities for Human-Agent Interaction in Mobile GUI Agents

    Apr 22, 2026Jeonghyeon Kim, Byeongjun Joung, Junwon Lee +3Mobile GUI AutomationComputer-Use Agents

    Department of Computer Science and Engineering Sungkyunkwan University (SKKU) Suwon, Republic of Korea

  13. OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis

    Apr 16, 2026Kanzhi Cheng, Zehao Li, Zheng Ma +11Synthetic Data GenerationMobile GUI Agents

    1Nanjing University · 4Shanghai AI Laboratory · 2SenseTime +3

  14. OmniGUI: Benchmarking GUI Agents in Omni-Modal Smartphone Environments

    Apr 3, 2026Felix Henry, Lihan Lin, Jiangyou Zhu +4Mobile GUI AutomationGUI Agents

    XPeng Motors

  15. Mind the Gap: Action Rebinding Attacks against Android GUI Agents

    Jan 18, 2026Yi Qian, Kunwei Qian, Xingbang He +7Mobile GUI AutomationAdversarial Attacks

    State Key Laboratory for Novel Software Technology, Nanjing University · Hornor Device Co., Ltd · Institute of Dataspace, Hefei Comprehensive National Science Center China

  16. MobileDreamer: Generative Sketch World Model for GUI Agent

    Jan 7, 2026Yilin Cao, Yufeng Zhong, Zhixiong Zeng +6Mobile GUI AutomationWorld Model Learning

    State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences · Meituan · School of Artificial Intelligence, University of Chinese Academy of Sciences

  17. OpenPhone: Mobile Agentic Foundation Models

    Oct 24, 2025Yangqin Jiang, Chao HuangOn-Device Language Model InferenceGUI Agents

    The University of Hong Kong

  18. Agent+P: Guiding UI Agents via Symbolic Planning

    Oct 7, 2025Shang Ma, Xusheng Xiao, Yanfang YeGUI AgentsMobile GUI Agents

    University of Notre Dame · Arizona State University